Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.151702 0.166075 0.181707 0.200060 0.221130 0.244699 0.273249
2025-05-18 0.126201 0.145615 0.168396 0.197469 0.234127 0.279577 0.341447
2025-05-25 0.107551 0.128443 0.154235 0.189114 0.236189 0.299323 0.393781
2025-06-01 0.096107 0.117864 0.145809 0.185406 0.241966 0.323158 0.455534
2025-06-08 0.088417 0.110864 0.140681 0.184670 0.250758 0.351769 0.530712
2025-06-15 0.082961 0.106075 0.137705 0.186116 0.262354 0.386132 0.624529
2025-06-22 0.075649 0.097996 0.129198 0.178169 0.257871 0.393019 0.670103
2025-06-29 0.069983 0.091731 0.122656 0.172330 0.255708 0.403094 0.724554
2025-07-06 0.065542 0.086860 0.117697 0.168336 0.255902 0.417177 0.791852
2025-07-13 0.063797 0.085746 0.118206 0.173065 0.271767 0.464020 0.952553
2025-07-20 0.062488 0.085150 0.119400 0.178973 0.290578 0.521136 1.167973
2025-07-27 0.060967 0.084100 0.119751 0.183405 0.307217 0.577807 1.416622
2025-08-03 0.059214 0.082645 0.119441 0.186842 0.322942 0.638083 1.726621
2025-08-10 0.056711 0.079872 0.116777 0.185752 0.329260 0.677712 1.999543
2025-08-17 0.053284 0.075437 0.111036 0.178354 0.320913 0.677100 2.109994
2025-08-24 0.050849 0.072468 0.107585 0.175000 0.321076 0.700084 2.352396
2025-08-31 0.049066 0.070455 0.105629 0.174335 0.327247 0.742249 2.742605
2025-09-07 0.047743 0.069119 0.104744 0.175672 0.338319 0.803064 3.333277
2025-09-14 0.045169 0.065587 0.099781 0.168340 0.327308 0.790456 3.436153
2025-09-21 0.043055 0.062740 0.095899 0.162946 0.320504 0.790592 3.643318
2025-09-28 0.041329 0.060474 0.092945 0.159253 0.317563 0.803550 3.982661
2025-10-05 0.040874 0.060330 0.093809 0.163626 0.336112 0.899994 5.301936
2025-10-12 0.040575 0.060432 0.095119 0.169083 0.358660 1.023381 7.475749